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Optimization Courses

Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Popular Optimization Courses and Certifications


  • Status: Free Trial
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    Skillshare

    Using AI & ChatGPT for Content: Strategy & SEO

    Skills you'll gain: Content Strategy, Search Engine Optimization, Content Optimization, Content Development and Management, Content Creation, Keyword Research, Digital Content, Digital Publishing, Social Media Content, Target Audience, ChatGPT, Video Production, Prompt Engineering, Operational Efficiency

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    AWS Data Automation: Glue & Lambda Integration

    Skills you'll gain: Data Integration, Extract, Transform, Load, Metadata Management, Amazon Redshift, Amazon Web Services, Data Pipelines, Data Processing, Data Warehousing, Amazon S3, Automation, Data Management, Cloud-Native Computing, Data Transformation, Serverless Computing, Process Optimization, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Deploy and Scale AI Models with Cloud Run

    Skills you'll gain: Google Cloud Platform, Model Deployment, Model Optimization, Serverless Computing, Cloud Deployment, Generative AI, Cloud Platforms, AI Integrations, Application Deployment, Cloud-Based Integration, Containerization, Scalability

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Solving ML Regression Problems with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Model Training, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Model Optimization, Regression Analysis, Supervised Learning, Data Analysis

    Beginner · Guided Project · Less Than 2 Hours

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    Northeastern University

    NLP in Engineering: Concepts & Real-World Applications

    Skills you'll gain: Model Training, Natural Language Processing, Embeddings, Model Optimization, Data Ethics, Responsible AI, Deep Learning, Machine Learning Methods, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Machine Learning, Artificial Intelligence, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Blender 4 Modeling and Geometry Node Workshop

    Skills you'll gain: 3D Modeling, 3D Assets, Post-Production, Computer Graphic Techniques, Computer Graphics, Virtual Environment, Visualization (Computer Graphics), File Management, Architectural Design, Performance Tuning, Model Optimization, Architecture and Construction, Graphical Tools, Image Quality, Design Elements And Principles, Aesthetics

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Alex Genadinik

    2026 Google Search Console: #1 SEO Tool To Track SEO

    Skills you'll gain: Web Analytics, Google Analytics, Frontend Performance, Content Performance Analysis, Performance Metric, Usability, Digital Marketing Tools

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Patient Care Coordinators and Case Management

    Skills you'll gain: Clinical Documentation, Generative AI Agents, ChatGPT, Patient Coordination, Healthcare Project Management, Practice Management Software, Care Coordination, Case Management, Health Technology, Technology Roadmaps, No-Code Development, Care Management, AI Integrations, Agentic Workflows, Prompt Engineering, Patient Communication, Health Information Management and Medical Records, Business Process Automation, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Español

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Data Pipelines, Google Cloud Platform, Data Preprocessing, Model Training, Deep Learning, Data Processing, Model Optimization, Cloud Deployment, Machine Learning Methods, Applied Machine Learning, Data Transformation, Artificial Neural Networks

    Intermediate · Course · 1 - 3 Months

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    Universitat Politècnica de València

    Learn to boost your productivity with AI and ChatGPT

    Skills you'll gain: Prompt Engineering, ChatGPT, Microsoft Copilot, Email Automation, AI literacy, LLM Application, AI Enablement, OpenAI, Deepseek, Large Language Modeling, Education Software and Technology, Token Optimization, Artificial Intelligence, Generative AI, AI Personalization, Excel Macros, Productivity

    Beginner · Course · 1 - 4 Weeks

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    Sungkyunkwan University

    Machine Learning for Smart Beta

    Skills you'll gain: Data Processing, Data Preprocessing, Portfolio Management, Investment Management, Machine Learning Methods, Classification And Regression Tree (CART), Data Wrangling, Statistical Machine Learning, Investments, Machine Learning Algorithms, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Model Training, Predictive Modeling, Decision Tree Learning, Model Evaluation, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Data Analytics and Visualization with Tableau and more

    Skills you'll gain: R Programming, Alteryx, R (Software), Statistical Programming, Tableau Software, Data Cleansing, Dashboard Creation, Data Visualization Software, Dashboard, Data Visualization, Data Storytelling, Statistical Visualization, Interactive Data Visualization, Data Presentation, Data Analysis Software, Statistical Analysis, Data Wrangling, Workflow Management, Data Analysis, Data Processing

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular optimization courses

  • Using AI & ChatGPT for Content: Strategy & SEO: Skillshare
  • AWS Data Automation: Glue & Lambda Integration: Coursera
  • Deploy and Scale AI Models with Cloud Run: Google Cloud
  • Solving ML Regression Problems with AWS AutoGluon: Coursera
  • NLP in Engineering: Concepts & Real-World Applications: Northeastern University
  • Blender 4 Modeling and Geometry Node Workshop: Packt
  • 2026 Google Search Console: #1 SEO Tool To Track SEO: Alex Genadinik
  • GenAI for Patient Care Coordinators and Case Management: Coursera
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Español: Google Cloud
  • Learn to boost your productivity with AI and ChatGPT: Universitat Politècnica de València

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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